# 编程酷站 (@977823453) on douyin

- id: koinon:creator:douyin_977823453
- url: https://koinonlink.com/kol/douyin/977823453
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 977823453
- platform_url: https://www.douyin.com/user/MS4wLjABAAAADv-fdxD4cM3dHNC_hKSxZPrs794CRjJ1pTXzRd3a3TU
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 887116
- following: 203
- posts_total: 784
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00203
- best_post_interactions: 1799
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: Python基础教程与源码分享, 电脑维护与故障解决, 趣味编程小项目, 程序员日常与黑客风格, 免费学习资源推荐
- bio: 👉获取Python全套基础学习教程⬇⬇
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## Audience (inferred)
- status: present
- description: Beginner Python learners, mainly students, coding newcomers, and enthusiasts looking to quickly get free code for small projects
- roles: none
- seniority: learner
- pain_points: Can't find free Python code and tutorials, Don't know how to fix common computer issues (blue screen, cleaning, activation, boot password), Want to build fun small projects (like photo albums, 3D globe, pop-up windows) but lack code, Lack structured resources and guidance for self-learning programming
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: engagement_observed
- credibility_score: 76
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [douyin_977823453#3ef67693] 快把源码拿去做一个你女朋友的专属相册给他吧，想要获取源码记得评论666哟#程序员 #Python #编程 (https://www.douyin.com/user/MS4wLjABAAAADv-fdxD4cM3dHNC_hKSxZPrs794CRjJ1pTXzRd3a3TU)
- [douyin_977823453#f5a0b103] @编程酷站创作的原声
- [douyin_977823453#eef77651] 想跟着清华学姐一起学习成长的来个666#程序员 #清华学姐 #Python #编程
- [douyin_977823453#299f44da] 超级简单的一招网页操作，轻松易学，你学会了吗#程序员 #Python #编程 #爬虫
- [douyin_977823453#abbd3665] 教你一键制作3d旋转地球仪，想要源码的小可爱来个666#程序员 #Python #编程
- [douyin_977823453#2fc15bcb] 珍藏好多年的Python资料现在拿出来免费分享，想要的小可爱来个666#程序员 #Python #编程
- [douyin_977823453#b88943cb] 教你一个超级简单的代码只需要六行，快拿去玩吧#程序员 #Python #编程
- [douyin_977823453#c081f264] 忘记电脑开机密码的小可爱看好了 教你一招找回#程序员 #Python #编程

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=69, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=107, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=douyin_977823453
- Request removal: https://koinonlink.com/claim?k=douyin_977823453
- Terms: https://koinonlink.com/for-ai